Papers
Long Short-Term Memory as a Dynamically Computed Element-wise Weighted Sum
Omer Levy, Kenton Lee, Nicholas FitzGerald et al.
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization
Shuming Ma, Xu Sun, Junyang Lin et al.
Split and Rephrase: Better Evaluation and Stronger Baselines
Roee Aharoni, Yoav Goldberg
Learning Simplifications for Specific Target Audiences
Carolina Scarton, Lucia Specia
Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations
Jianmo Ni, Julian McAuley
Personalized Language Model for Query Auto-Completion
Aaron Jaech, Mari Ostendorf
Examining Temporality in Document Classification
Xiaolei Huang, Michael J. Paul
diaNED: Time-Aware Named Entity Disambiguation for Diachronic Corpora
Prabal Agarwal, Jannik Strötgen, Luciano del Corro et al.
Enhancing Drug-Drug Interaction Extraction from Texts by Molecular Structure Information
Masaki Asada, Makoto Miwa, Yutaka Sasaki
Polyglot Semantic Role Labeling
Phoebe Mulcaire, Swabha Swayamdipta, Noah A. Smith
Automatic Estimation of Simultaneous Interpreter Performance
Craig Stewart, Nikolai Vogler, Junjie Hu et al.
Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation
Poorya Zaremoodi, Wray Buntine, Gholamreza Haffari
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences
Max Glockner, Vered Shwartz, Yoav Goldberg
Extracting Commonsense Properties from Embeddings with Limited Human Guidance
Yiben Yang, Larry Birnbaum, Ji-Ping Wang et al.
Scoring Lexical Entailment with a Supervised Directional Similarity Network
Marek Rei, Daniela Gerz, Ivan Vulić
Exploring Semantic Properties of Sentence Embeddings
Xunjie Zhu, Tingfeng Li, Gerard de Melo
Generalized chart constraints for efficient PCFG and TAG parsing
Stefan Grünewald, Sophie Henning, Alexander Koller
Parser Training with Heterogeneous Treebanks
Sara Stymne, Miryam de Lhoneux, Aaron Smith et al.
An Empirical Study of Building a Strong Baseline for Constituency Parsing
Jun Suzuki, Sho Takase, Hidetaka Kamigaito et al.
Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction
Onno Kampman, Elham J. Barezi, Dario Bertero et al.
Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining
Eyal Shnarch, Carlos Alzate, Lena Dankin et al.
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction
Hu Xu, Bing Liu, Lei Shu et al.
Modeling Sentiment Association in Discourse for Humor Recognition
Lizhen Liu, Donghai Zhang, Wei Song
Exploiting Document Knowledge for Aspect-level Sentiment Classification
Ruidan He, Wee Sun Lee, Hwee Tou Ng et al.